From the course: Microsoft Azure AI Fundamentals (AI-900) Cert Prep by Microsoft Press

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Identify features of deep learning techniques

Identify features of deep learning techniques

- [Instructor] Deep learning is the buzzword that we use with generative ai and it uses a model, an architecture called neural networks. And all we need to know for the AI 900 level of depth is that deep learning, it's sort of like clustering. I don't know if you've noticed this. Let me bring out my whiteboard. You've got what's called supervised machine learning and unsupervised. You can take the reins a hundred percent and take full control on how you build the model, and that's fine. A lot of businesses are doing that, but not every business has that level of expertise available. And I'm going to actually demo auto ML in the Azure Machine Learning Service. That's not exactly unsupervised, but unsupervised is more exploratory where you haven't put your source data necessarily through the big stringent stuff that you do for your supervised model development because you're actually looking to learn new stuff, alright? And deep learning, it tries to, it uses as a foundational metaphor,…

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